Generative Adversarial Network Experiments

Notebooks experimenting with Generative Adversarial Networks. Using Keras and Tensorflow.

The convolutional model (Convolutional_GAN.py) worked best.

Following:

• Goodfellow et. al, Generative Adversarial Nets
• Radford et. al., Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Random generator outputs:

Discriminator Favorites:

Transitions in the generator input space:

License

MIT